decision-tree-algorithm

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milaan9 /Python_Decision_Tree_and_Random_Forest

Star264

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

graphviz random-forest decision-tree decision-tree-classifier python4beginner decision-tree-algorithm id3-algorithm python-decisiontreeclassifier iris-classification cart-algorithm decision-tree-classification decision-tree-id3 python-tutorial-notebook python4everybody python-tutorial-github python4datascience python-decision-tree decision-tree-playgolf tutor-milaan9 dtreeviz

UpdatedDec 9, 2022
Jupyter Notebook

bobye /Decision_Tree_PDeque

Star36

C++ code for "A Faster Drop-in Implementation for Leaf-wise Exact Greedy Induction of Decision Tree Using Pre-sorted Deque"

sharpe-ratio deque decision-tree-algorithm

UpdatedMay 2, 2023
C++

the-mrinal /ML-Notebook

Star27

Karma of Humans is AI

notebook text-classification linear-regression matploblib naive-bayes-classifier pca-analysis logistic-regression gradient-descent confusion-matrix used-cars svm-classifier feature-scaling decision-tree-algorithm numpy-arrays logisticregression gridsearchcv knn-classifier

UpdatedMar 9, 2020
Jupyter Notebook

parthk3004 /Quizzaro

Star15

Quizzaro The Personality Quiz

python flask machine-learning python3 matplotlib machinelearning decision-tree-classifier pygal personality personality-traits decision-tree-algorithm personality-test personality-quiz ocean-model personality-predicting machinelearning-python personality-detection big-five-traits big5-ocean-traits

UpdatedAug 14, 2020
Python

alitalpur99 /SDN-TCPCongestionDetection

Star15

MasterThesis on Congestion Detection in SDN networks using Machine Learning

machine-learning tcp sdn decision-tree-algorithm congestiondetection

UpdatedNov 19, 2017
Python

emirhanai /Machine-Learning-Software-that-predicts-planets-based-on-their-distance-from-the-sun-number-of-sate

Star13

Machine Learning Software that predicts planets based on their distance from the sun, number of satellites and various properties

machine-learning random-forest machine machine-learning-algorithms randomforest machine-learning-library machinelearning decision-trees decision-tree decision-tree-classifier decision-tree-algorithm machine-learning-models random-forest-regressor machine-learning-tutorials decision-tree-regression random-forest-classifier machine-learning-projects random-forest-regression randomforestregressor randomforestclassifier

UpdatedAug 29, 2021
Python

bhattbhavesh91 /decision_tree_grid_search

Sponsor

Star12

Implementation of Grid Search to find better hyper-parameters for decision tree to reduce the over fitting.

random-search decision-tree-algorithm grid-search-hyperparameters

UpdatedMay 29, 2021
Jupyter Notebook

anshul1004 /DecisionTree

Star11

Decision Tree classifier from scratch without any machine learning libraries

machine-learning entropy advertisement prediction supervised-learning id3 pruning decision-trees decision-tree decision-tree-classifier classification-algorithm decision-tree-algorithm iris-dataset id3-algorithm decision-tree-model overfitting classification-model post-pruning gini-index breast-cancer-dataset

UpdatedDec 12, 2019
Python

arasgungore /N-puzzle-solver

Star11

A C++ project which efficiently solves any given N-puzzle using backtracking on a decision tree.

game tree algorithm cplusplus algorithms cpp recursion backtracking tree-structure terminal-based decision-tree decision-tree-algorithm 15puzzle 15-puzzle n-puzzle recursive-backtracking-algorithm 15-puzzle-solver back-tracking 15puzzlegame 15-puzzle-game

UpdatedOct 21, 2023
C++

Sarbjyotsingh /Gender-Classification-with-Python

Star6

The code uses the scikit-learn machine learning library to train a decision tree on a small dataset of body metrics (height, width, and shoe size) labeled male or female. Then we can predict the gender of someone given a novel set of body metrics.

python machine-learning numpy sklearn python3 scipy decision-tree-algorithm sklearn-classify gender-classifier

UpdatedSep 30, 2017
Python

abhinav-bohra /DecisionTrees

Star6

Implementation of Decision Tree Algorithm using Python, Pandas, and NumPy without using any off the shelf library usi

numpy pandas decision-tree-algorithm id3-algorithm tree-pruning decisiontrees shelf-library-usi

UpdatedJan 27, 2023
Jupyter Notebook

hetianle /QuestDecisionTree

Star4

QUEST is proposed by Loh and Shih (1997), and stands for Quick, Unbiased, Efficient, Statistical Tree. It is a tree-structured classification algorithm that yields a binary decision tree. A comparison study of QUEST and other algorithms was conducted by Lim et al (2000).

cpp machine-learning-algorithms quest decision-tree-algorithm